The air in the museum felt thick and heavy. He trailed his fingers along the smooth surface of the exhibit wall. He’d envisioned his research on ancient pottery being displayed here. Now it was some other scholar's name that was written on the placard.

He'd spent years meticulously cataloging the fragments, pouring over the history of each piece. He felt an overwhelming sense of injustice, a deep anger that simmered just beneath the surface. He felt small, insignificant. He hated the way his limbs felt like lead. He wanted to go home and hide.

He couldn't even bring himself to enjoy the rest of the displays. The joy of discovery was gone, replaced by a bitter, pervasive disappointment.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

This story is one of 1,000 stories generated for the emotion miserable. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 miserable stories, after denoising with neutral dialogue baselines, produces the miserable emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the miserable vector is projected through the unembedding matrix.

Promoted:
😞0.369
无法0.321
焑法0.270
πŸ’”0.265
πŸ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224